Zero-config data-quality monitoring: profile a warehouse, detect anomalies, gate CI.
Your data broke in production. Again. Scherlok makes sure it doesn't happen next time. Zero config. Zero YAML. Zero rules to write. Scherlok learns what "normal" looks like, then tells you when something changes. Every data team has the same nightmare: A source API silently changes from dollars to cents. Revenue dashboards show wrong numbers for 3 weeks before anyone notices. A column starts…
Verification confirms publisher identity (repo ownership), not code safety. The security scan covers known CVEs and suspicious install scripts — it cannot prove the absence of malicious code.
Your data broke in production. Again. Scherlok makes sure it doesn't happen next time. Zero config. Zero YAML. Zero rules to write. Scherlok learns what "normal" looks like, then tells you when something changes. Every data team has the same nightmare: A source API silently changes from dollars to cents. Revenue dashboards show wrong numbers for 3 weeks before anyone notices. A column starts returning NULLs. A table stops updating. Row counts drop 40% on a Tuesday. Nobody knows until the CEO…